Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "102"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 102 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 53 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 51 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 102, Node N08:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459868 RF_maintenance 100.00% 6.55% 100.00% 0.00% - - 18.523990 24.883868 69.311622 73.817269 8.995979 17.196365 3.054421 11.130770 0.3299 0.0392 0.2614 nan nan
2459867 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 12.447078 17.034313 50.875921 55.035283 5.055571 10.122814 1.387595 6.262214 0.3696 0.0407 0.2985 nan nan
2459866 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 14.653582 20.310529 51.021148 55.217156 6.461279 11.202053 0.387345 3.185217 0.3628 0.0434 0.2886 nan nan
2459865 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 16.327725 22.039178 58.597996 63.377087 15.601571 24.203350 10.080356 14.301508 0.3958 0.0374 0.2944 nan nan
2459864 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 19.431242 27.864844 24.577546 27.537078 8.254005 13.455950 2.883370 12.101410 0.3606 0.0366 0.2929 nan nan
2459863 RF_maintenance 100.00% 3.33% 100.00% 0.00% - - 11.809890 16.055190 7.343052 8.330939 3.348020 5.245496 0.769535 5.125818 0.3427 0.0391 0.2774 nan nan
2459862 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 11.410621 17.069302 28.087478 31.643410 11.333965 19.066172 0.689228 4.361625 0.3389 0.0406 0.2499 nan nan
2459861 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 8.500976 12.099711 7.329301 8.574436 1.578207 3.342148 0.873559 4.471793 0.3765 0.0385 0.2871 nan nan
2459860 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 8.818693 13.308788 21.458516 24.748095 12.349847 21.857945 0.755016 3.942406 0.4349 0.0392 0.3675 nan nan
2459859 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 7.242452 11.975891 8.331345 9.795099 2.147345 2.866702 -0.017833 2.936176 0.4321 0.0403 0.3626 nan nan
2459858 RF_maintenance 100.00% 49.14% 100.00% 0.00% 100.00% 0.00% 8.538512 12.072308 8.227581 9.445779 2.861879 3.097299 0.529803 4.687222 0.3900 0.0406 0.3222 1.436293 1.215315
2459857 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.978531 6.464159 0.672307 0.663269 0.533786 1.383477 2.048053 13.106749 0.0319 0.0287 0.0023 nan nan
2459856 RF_maintenance 100.00% 50.86% 100.00% 0.00% 100.00% 0.00% 12.022762 18.359470 20.245392 23.189149 5.158189 12.357567 0.748390 6.118767 0.4318 0.0420 0.3583 1.514979 1.231325
2459855 RF_maintenance 100.00% 63.60% 100.00% 0.00% 100.00% 0.00% 13.097723 17.834391 21.310487 23.899473 3.027536 4.350993 0.102664 2.667408 0.3884 0.0424 0.3174 1.458885 1.227432
2459854 RF_maintenance 100.00% 58.19% 100.00% 0.00% 100.00% 0.00% 13.171173 17.305348 17.442961 19.529727 4.306040 4.257841 1.041090 5.922967 0.4013 0.0411 0.3262 1.456778 1.216363
2459853 RF_maintenance 100.00% 44.91% 100.00% 0.00% 100.00% 0.00% 10.470701 16.758944 23.453450 27.072171 3.927427 11.120296 1.528956 7.682660 0.4538 0.0424 0.3776 1.504909 1.217557
2459852 RF_maintenance 100.00% 29.19% 100.00% 0.00% 100.00% 0.00% 7.473371 17.612225 22.971149 28.323583 10.220983 20.032865 12.545442 16.655930 0.5129 0.0377 0.4341 1.793166 1.170019
2459851 RF_maintenance 100.00% 41.89% 92.37% 0.00% 100.00% 0.00% 8.451256 21.228837 23.388844 28.422034 15.267728 43.610992 9.851724 23.820974 0.4951 0.0847 0.3894 1.751756 1.368121
2459850 RF_maintenance 100.00% 50.23% 100.00% 0.00% 100.00% 0.00% 10.176026 19.676127 21.595703 25.191215 10.247811 19.899664 4.252760 20.434245 0.4780 0.0513 0.3911 1.463721 1.214819
2459849 RF_maintenance 100.00% 35.06% 100.00% 0.00% 100.00% 0.00% 11.173566 18.371188 42.730354 49.798024 6.888805 13.015190 1.649993 9.935413 0.4989 0.0419 0.4046 1.770573 1.275997
2459848 RF_maintenance 100.00% 37.64% 100.00% 0.00% 100.00% 0.00% 9.964076 16.391088 27.257740 32.517252 10.076663 21.909348 1.175418 7.144831 0.4706 0.0427 0.3816 1.651110 1.269689
2459847 RF_maintenance 100.00% 30.08% 100.00% 0.00% 100.00% 0.00% 11.655845 17.988328 23.212938 28.639885 22.822611 28.186233 0.731158 3.216185 0.4876 0.0391 0.4058 1.662078 1.253109
2459846 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 14.106916 27.547818 28.646314 35.663267 7.864275 21.182311 7.650445 7.112148 0.6899 0.0372 0.5958 1.942140 1.306702
2459845 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.831733 3.463202 0.627182 3.394561 258.757716 290.808287 5754.073317 5747.463920 nan nan nan 0.000000 0.000000
2459844 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 32.806248 40.733506 61.712707 81.291161 5340.746735 5944.806845 22803.772664 22827.263524 nan nan nan nan nan
2459843 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.016419 8.993928 6.845704 6.145914 179.640669 214.014008 5614.802218 5621.393971 nan nan nan 0.000000 0.000000
2459842 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.830183 1.690550 -2.529364 -0.035248 422.037798 612.021481 2834.690011 2806.158152 0.7107 0.5840 0.2931 19.918022 8.206116
2459841 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 20.650875 36.071467 40.834108 45.656430 8181.455992 9065.968402 15735.998054 16686.876461 0.0310 0.0321 0.0036 nan nan
2459840 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -2.189432 -1.334814 21.319910 21.239287 5933.720270 5934.873320 13865.730943 13931.286388 nan nan nan nan nan
2459839 RF_maintenance 100.00% - - - - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459838 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.647630 4.237204 28.873546 29.584371 822.943437 1011.741581 5555.702459 5400.749626 0.6535 0.6176 0.3693 0.000000 0.000000
2459836 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0385 0.0335 0.0015 nan nan
2459835 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -1.027986 -0.483611 3.824951 2.462045 1211.366858 1261.228060 4753.209068 6275.748012 0.0351 0.0320 0.0014 nan nan
2459833 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 9.918974 10.560791 16.785734 17.639875 12507.773553 12947.630869 28769.398329 28593.962102 0.0310 0.0276 0.0014 nan nan
2459832 RF_maintenance 100.00% 0.00% 77.96% 0.00% 100.00% 0.00% 8.945616 9.742282 28.758989 30.997029 539.661111 800.459223 6596.469809 6469.589375 0.7240 0.3852 0.5568 0.000000 0.000000
2459831 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.526564 0.713345 67.259584 71.399685 1637.443951 1649.668249 16474.770130 16530.657947 0.0316 0.0272 0.0014 nan nan
2459830 RF_maintenance 100.00% 0.00% 73.12% 0.00% 100.00% 0.00% 34.261167 34.728754 1.181105 1.063122 723.481767 723.711659 10719.136410 10664.665454 0.7222 0.3921 0.5387 0.000000 0.000000
2459829 RF_maintenance 100.00% 0.00% 0.54% 0.00% 100.00% 0.00% 35.526916 34.909687 3.062913 2.547840 434.131516 431.593267 15833.635311 15727.446451 0.6518 0.5405 0.3763 0.000000 0.000000
2459828 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 28.948927 29.458389 1.170627 1.490314 594.623398 591.689291 18545.033189 18446.907174 0.7239 0.4579 0.5024 0.000000 0.000000
2459827 RF_maintenance 100.00% 0.00% 8.06% 0.00% 100.00% 0.00% 25.972982 26.887601 5.136967 3.733902 319.613543 342.559502 4338.347206 4320.349803 0.7136 0.5077 0.4539 0.000000 0.000000
2459826 RF_maintenance 100.00% 0.00% 38.17% 0.00% 100.00% 0.00% 26.611581 27.477988 1.560770 1.779323 711.141044 723.225961 11574.931365 11541.415004 0.7444 0.4280 0.5306 0.000000 0.000000
2459825 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 28.677047 29.220513 1.071220 1.407791 390.720172 398.702360 1701.959943 1698.416763 0.7554 0.4961 0.5088 0.000000 0.000000
2459824 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.252034 21.789416 5.447863 4.796233 492.165915 498.361869 6181.902879 6159.156960 0.6517 0.5635 0.3803 0.000000 0.000000
2459823 RF_maintenance 100.00% 0.00% 10.59% 0.00% 100.00% 0.00% 1.632754 8.471618 14.031290 32.642808 6.692932 13.955530 6.836866 9.101172 0.7191 0.4788 0.4816 48.812566 26.598913
2459822 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.948624 12.605552 16.612033 30.774484 59.691132 151.588393 84.019952 202.596213 0.7756 0.5112 0.5308 5.220735 3.115356
2459821 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.285640 12.604521 23.604164 29.832956 89.542334 150.012051 88.665670 144.958587 0.7556 0.5541 0.4841 2.753833 2.339866
2459820 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.615549 13.835199 15.968190 22.120263 226.849148 344.252717 887.416672 1327.750750 0.6954 0.5718 0.3991 3.310831 2.775775
2459817 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.287082 5.017442 25.227691 25.189371 50.797792 70.716718 55.857063 69.181909 0.7519 0.6339 0.4733 2.151148 2.140580
2459816 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.064903 7.087395 24.356219 23.813105 170.558236 169.463978 975.897184 966.411353 0.7391 0.5372 0.5260 2.643713 2.725591
2459815 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.829338 5.552004 28.092986 28.284872 152.629665 166.212545 1090.108155 1150.229354 0.7396 0.6471 0.4621 2.546013 2.759016
2459814 RF_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.029072 12.397569 18.656010 17.718039 55.511173 26.688431 63.824472 61.997228 0.1175 0.1016 0.0209 1.147878 1.148878

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 102: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 73.817269 18.523990 24.883868 69.311622 73.817269 8.995979 17.196365 3.054421 11.130770

Antenna 102: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 55.035283 12.447078 17.034313 50.875921 55.035283 5.055571 10.122814 1.387595 6.262214

Antenna 102: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 55.217156 20.310529 14.653582 55.217156 51.021148 11.202053 6.461279 3.185217 0.387345

Antenna 102: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 63.377087 16.327725 22.039178 58.597996 63.377087 15.601571 24.203350 10.080356 14.301508

Antenna 102: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape 27.864844 27.864844 19.431242 27.537078 24.577546 13.455950 8.254005 12.101410 2.883370

Antenna 102: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape 16.055190 11.809890 16.055190 7.343052 8.330939 3.348020 5.245496 0.769535 5.125818

Antenna 102: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 31.643410 11.410621 17.069302 28.087478 31.643410 11.333965 19.066172 0.689228 4.361625

Antenna 102: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape 12.099711 12.099711 8.500976 8.574436 7.329301 3.342148 1.578207 4.471793 0.873559

Antenna 102: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 24.748095 8.818693 13.308788 21.458516 24.748095 12.349847 21.857945 0.755016 3.942406

Antenna 102: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape 11.975891 7.242452 11.975891 8.331345 9.795099 2.147345 2.866702 -0.017833 2.936176

Antenna 102: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape 12.072308 12.072308 8.538512 9.445779 8.227581 3.097299 2.861879 4.687222 0.529803

Antenna 102: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 13.106749 6.464159 5.978531 0.663269 0.672307 1.383477 0.533786 13.106749 2.048053

Antenna 102: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 23.189149 12.022762 18.359470 20.245392 23.189149 5.158189 12.357567 0.748390 6.118767

Antenna 102: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 23.899473 17.834391 13.097723 23.899473 21.310487 4.350993 3.027536 2.667408 0.102664

Antenna 102: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 19.529727 17.305348 13.171173 19.529727 17.442961 4.257841 4.306040 5.922967 1.041090

Antenna 102: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 27.072171 16.758944 10.470701 27.072171 23.453450 11.120296 3.927427 7.682660 1.528956

Antenna 102: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 28.323583 7.473371 17.612225 22.971149 28.323583 10.220983 20.032865 12.545442 16.655930

Antenna 102: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Variability 43.610992 8.451256 21.228837 23.388844 28.422034 15.267728 43.610992 9.851724 23.820974

Antenna 102: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 25.191215 10.176026 19.676127 21.595703 25.191215 10.247811 19.899664 4.252760 20.434245

Antenna 102: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 49.798024 11.173566 18.371188 42.730354 49.798024 6.888805 13.015190 1.649993 9.935413

Antenna 102: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 32.517252 16.391088 9.964076 32.517252 27.257740 21.909348 10.076663 7.144831 1.175418

Antenna 102: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 28.639885 17.988328 11.655845 28.639885 23.212938 28.186233 22.822611 3.216185 0.731158

Antenna 102: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 35.663267 14.106916 27.547818 28.646314 35.663267 7.864275 21.182311 7.650445 7.112148

Antenna 102: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 5754.073317 3.463202 7.831733 3.394561 0.627182 290.808287 258.757716 5747.463920 5754.073317

Antenna 102: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 22827.263524 32.806248 40.733506 61.712707 81.291161 5340.746735 5944.806845 22803.772664 22827.263524

Antenna 102: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 5621.393971 8.993928 5.016419 6.145914 6.845704 214.014008 179.640669 5621.393971 5614.802218

Antenna 102: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 2834.690011 1.830183 1.690550 -2.529364 -0.035248 422.037798 612.021481 2834.690011 2806.158152

Antenna 102: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 16686.876461 20.650875 36.071467 40.834108 45.656430 8181.455992 9065.968402 15735.998054 16686.876461

Antenna 102: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 13931.286388 -2.189432 -1.334814 21.319910 21.239287 5933.720270 5934.873320 13865.730943 13931.286388

Antenna 102: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 102: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 5555.702459 4.237204 6.647630 29.584371 28.873546 1011.741581 822.943437 5400.749626 5555.702459

Antenna 102: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 6275.748012 -0.483611 -1.027986 2.462045 3.824951 1261.228060 1211.366858 6275.748012 4753.209068

Antenna 102: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 28769.398329 10.560791 9.918974 17.639875 16.785734 12947.630869 12507.773553 28593.962102 28769.398329

Antenna 102: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 6596.469809 8.945616 9.742282 28.758989 30.997029 539.661111 800.459223 6596.469809 6469.589375

Antenna 102: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 16530.657947 0.526564 0.713345 67.259584 71.399685 1637.443951 1649.668249 16474.770130 16530.657947

Antenna 102: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 10719.136410 34.261167 34.728754 1.181105 1.063122 723.481767 723.711659 10719.136410 10664.665454

Antenna 102: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 15833.635311 34.909687 35.526916 2.547840 3.062913 431.593267 434.131516 15727.446451 15833.635311

Antenna 102: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 18545.033189 29.458389 28.948927 1.490314 1.170627 591.689291 594.623398 18446.907174 18545.033189

Antenna 102: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 4338.347206 25.972982 26.887601 5.136967 3.733902 319.613543 342.559502 4338.347206 4320.349803

Antenna 102: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 11574.931365 27.477988 26.611581 1.779323 1.560770 723.225961 711.141044 11541.415004 11574.931365

Antenna 102: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 1701.959943 29.220513 28.677047 1.407791 1.071220 398.702360 390.720172 1698.416763 1701.959943

Antenna 102: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 6181.902879 22.252034 21.789416 5.447863 4.796233 492.165915 498.361869 6181.902879 6159.156960

Antenna 102: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Power 32.642808 8.471618 1.632754 32.642808 14.031290 13.955530 6.692932 9.101172 6.836866

Antenna 102: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 202.596213 3.948624 12.605552 16.612033 30.774484 59.691132 151.588393 84.019952 202.596213

Antenna 102: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Variability 150.012051 12.604521 9.285640 29.832956 23.604164 150.012051 89.542334 144.958587 88.665670

Antenna 102: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 1327.750750 9.615549 13.835199 15.968190 22.120263 226.849148 344.252717 887.416672 1327.750750

Antenna 102: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Variability 70.716718 7.287082 5.017442 25.227691 25.189371 50.797792 70.716718 55.857063 69.181909

Antenna 102: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 975.897184 7.087395 10.064903 23.813105 24.356219 169.463978 170.558236 966.411353 975.897184

Antenna 102: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Temporal Discontinuties 1150.229354 5.552004 7.829338 28.284872 28.092986 166.212545 152.629665 1150.229354 1090.108155

Antenna 102: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance nn Shape nan nan nan nan nan nan nan nan nan

Antenna 102: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
102 N08 RF_maintenance ee Temporal Discontinuties 63.824472 12.397569 17.029072 17.718039 18.656010 26.688431 55.511173 61.997228 63.824472
In [ ]: